Roberto Arnaldo Trancoso Gomes

38 papers C 11Journal 27

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	A Data-Centric Approach for Wind Plant Instance-Level Segmentation Using Semantic Segmentation and GIS. Remote. Sens. Osmar Luiz Ferreira de Carvalho, Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Alex Gois Orlandi, Issao Hirata, Díbio Leandro Borges, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2023	C	`conf`	Detection of Karst Depressions in Brazil Using Deep Semantic Segmentation. IGARSS Heitor Da Rocha Nunes De Castro, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2022	J	`jnl`	Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Díbio Leandro Borges
2022	J	`jnl`	Comparing Machine and Deep Learning Methods for the Phenology-Based Classification of Land Cover Types in the Amazon Biome Using Sentinel-1 Time Series. Remote. Sens. Ivo Augusto Lopes Magalhães, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho Jr., Anesmar Olino de Albuquerque, Potira Meirelles Hermuche, Éder Renato Merino, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2022	J	`jnl`	Deep-water oil-spill monitoring and recurrence analysis in the Brazilian territory using Sentinel-1 time series and deep learning. Int. J. Appl. Earth Obs. Geoinformation Nájla Vilar Aires de Moura, Osmar Luiz Ferreira de Carvalho Jr., Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Júnior
2022	J	`jnl`	Estimating the Optimal Threshold for Accuracy Assessment of the Global Ecosystem Dynamics Investigation (GEDI) Data in a Gentle Relief Urban Area. Remote. Sens. Felipe Lima Ramos Barbosa, Renato Fontes Guimarães, Osmar Abílio de Carvalho Júnior, Roberto Arnaldo Trancoso Gomes, Osmar Luiz Ferreira de Carvalho Jr., Thyego Pery Monteiro de Lima
2022	J	`jnl`	Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery. Int. J. Appl. Earth Obs. Geoinformation Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Díbio Leandro Borges, Argélica Saiaka Luiz, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2022	J	`jnl`	Panoptic Segmentation Meets Remote Sensing. Remote. Sens. Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Cristiano Rosa Silva, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Díbio Leandro Borges, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2021	J	`jnl`	Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset. CoRR Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Díbio Leandro Borges, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2021	J	`jnl`	Dealing With Clouds and Seasonal Changes for Center Pivot Irrigation Systems Detection Using Instance Segmentation in Sentinel-2 Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Anesmar Olino de Albuquerque, Osmar Luiz Ferreira de Carvalho Jr., Cristiano Rosa Silva, Argélica Saiaka Luiz, Pablo Pozzobon de Bem, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Júnior
2021	J	`jnl`	Instance Segmentation for Governmental Inspection of Small Touristic Infrastructure in Beach Zones Using Multispectral High-Resolution WorldView-3 Imagery. ISPRS Int. J. Geo Inf. Osmar Luiz Ferreira de Carvalho Jr., Rebeca dos Santos de Moura, Anesmar Olino de Albuquerque, Pablo Pozzobon de Bem, Rubens de Castro Pereira, Weigang Li, Díbio Leandro Borges, Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Osmar Abílio de Carvalho Júnior
2021	J	`jnl`	Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach. Remote. Sens. Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Pablo Pozzobon de Bem, Cristiano Rosa Silva, Pedro Henrique Guimarães Ferreira, Rebeca dos Santos de Moura, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Díbio Leandro Borges
2021	J	`jnl`	Panoptic Segmentation Meets Remote Sensing. CoRR Osmar Luiz Ferreira de Carvalho Jr., Osmar Abílio de Carvalho Júnior, Cristiano Rosa Silva, Anesmar Olino de Albuquerque, Níckolas Castro Santana, Díbio Leandro Borges, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2020	C	`conf`	Center Pivot Classification with Deep Residual U-NET. IGARSS Anesmar Olino de Albuquerque, Pablo Pozzobon de Bem, Rebeca dos Santos de Moura, Osmar Luiz Ferreira de Carvalho Jr., Pedro Henrique Guimarães Ferreira, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr.
2020	J	`jnl`	Change Detection of Deforestation in the Brazilian Amazon Using Landsat Data and Convolutional Neural Networks. Remote. Sens. Pablo Pozzobon de Bem, Osmar Abílio de Carvalho Júnior, Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes
2020	J	`jnl`	Comparison of Post-fire Patterns in Brazilian Savanna and Tropical Forest from Remote Sensing Time Series. ISPRS Int. J. Geo Inf. Níckolas Castro Santana, Osmar Abílio de Carvalho Júnior, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2020	J	`jnl`	Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data. Remote. Sens. Anesmar Olino de Albuquerque, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho Jr., Pablo Pozzobon de Bem, Pedro Henrique Guimarães Ferreira, Rebeca dos Santos de Moura, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2020	J	`jnl`	Performance Analysis of Deep Convolutional Autoencoders with Different Patch Sizes for Change Detection from Burnt Areas. Remote. Sens. Pablo Pozzobon de Bem, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho Jr., Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2020	J	`jnl`	Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series. Remote. Sens. Hugo Crisóstomo de Castro Filho, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho Jr., Pablo Pozzobon de Bem, Rebeca dos Santos de Moura, Anesmar Olino de Albuquerque, Cristiano Rosa Silva, Pedro Henrique Guimarães Ferreira, Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes
2019	C	`conf`	Effects of Long-Term Fire Exclusion in the Modis NDVI Time Series in the Águas Emendadas Ecological Station, Brazil. IGARSS Níckolas Castro Santana, Osmar Abílio de Carvalho Júnior, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2019	C	`conf`	Nearest Neighbor Method to Estimate Urban Areas Using Modis Ndvi Time Series. IGARSS Osmar Luiz Ferreira de Carvalho Jr., Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Osmar Abílio de Carvalho Jr., Cristiano Rosa Silva
2018	J	`jnl`	Burned-Area Detection in Amazonian Environments Using Standardized Time Series Per Pixel in MODIS Data. Remote. Sens. Níckolas Castro Santana, Osmar A. Carvalho Júnior, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
2017	J	`jnl`	Determination of Areas Susceptible to Landsliding Using Spatial Patterns of Rainfall from Tropical Rainfall Measuring Mission Data, Rio de Janeiro, Brazil. ISPRS Int. J. Geo Inf. Renato Fontes Guimarães, Wátila Portela Machado, Osmar Abílio de Carvalho Jr., David R. Montgomery, Roberto Arnaldo Trancoso Gomes, Harvey M. Greenberg, Márcio Cataldi, Pedro Coutinho Mendonça
2015	J	`jnl`	Standardized Time-Series and Interannual Phenological Deviation: New Techniques for Burned-Area Detection Using Long-Term MODIS-NBR Dataset. Remote. Sens. Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes
2014	J	`jnl`	Karst Depression Detection Using ASTER, ALOS/PRISM and SRTM-Derived Digital Elevation Models in the Bambuí Group, Brazil. Remote. Sens. Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, David R. Montgomery, Alan R. Gillespie, Roberto Arnaldo Trancoso Gomes, Eder de Souza Martins, Nilton Correia Silva
2014	J	`jnl`	Probability Density Components Analysis: A New Approach to Treatment and Classification of SAR Images. Remote. Sens. Osmar Abílio de Carvalho Jr., Luz Marilda de Moraes Maciel, Ana Paula Ferreira de Carvalho, Renato Fontes Guimarães, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes, Nilton Correia Silva
2014	J	`jnl`	Spatial Patterns of Fire Recurrence Using Remote Sensing and GIS in the Brazilian Savanna: Serra do Tombador Nature Reserve, Brazil. Remote. Sens. Gabriel Antunes Daldegan, Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Fernanda de Figueiredo Ribeiro, Concepta McManus
2013	J	`jnl`	Combining Spatial Models for Shallow Landslides and Debris-Flows Prediction. Remote. Sens. Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr., Nelson Ferreira Fernandes, Eurípedes Vargas do Amaral Jr.
2013	J	`jnl`	Dynamics of Sheep Production in Brazil. ISPRS Int. J. Geo Inf. Potira Meirelles Hermuche, Rebecca Lima Albuquerque Maranhão, Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr., Roberto Arnaldo Trancoso Gomes, Samuel Rezende Paiva, Concepta McManus
2013	J	`jnl`	Radiometric Normalization of Temporal Images Combining Automatic Detection of Pseudo-Invariant Features from the Distance and Similarity Spectral Measures, Density Scatterplot Analysis, and Robust Regression. Remote. Sens. Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Nilton Correia Silva, Alan R. Gillespie, Roberto Arnaldo Trancoso Gomes, Cristiano Rosa Silva, Ana Paula Ferreira de Carvalho
2011	J	`jnl`	A New Approach to Change Vector Analysis Using Distance and Similarity Measures. Remote. Sens. Osmar A. Carvalho Júnior, Renato Fontes Guimarães, Alan R. Gillespie, Nilton Correia Silva, Roberto Arnaldo Trancoso Gomes
2010	C	`conf`	Identification of areas prone to shallow landslide in Parque Nacional da Serra dos Órgãos (Brazil) considering seasonal rainfall. IGARSS Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr., Aline Brignol Menke, Eder de Souza Martins, Sandro Nunes de Oliveira, Nelson Ferreira Fernandes
2007	C	`conf`	Identification of the affected areas by mass movement through a physically based model of landslide hazard combined with a two-dimensional flood routing model for simulating debris flow. IGARSS Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Osmar Abílio de Carvalho Jr., Eurípedes A. Vargas Júnior, Nelson Ferreira Fernandes, Eder de Souza Martins
2007	C	`conf`	Spectral change detection. IGARSS Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes
2007	C	`conf`	Time series interpolation. IGARSS Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Nilton C. da Silva
2006	C	`conf`	Normalization of Multi-Temporal Images Using a New Change Detection Method Based on the Spectral Classifier. IGARSS Osmar Abílio de Carvalho Jr., Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Ana Paula Ferreira de Carvalho, Nilton C. da Silva
2004	C	`conf`	Comparative analysis of the SHALSTAB model from 1: 10, 000 and 1: 50, 000 scales. IGARSS Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr., Roberto Arnaldo Trancoso Gomes, Nelson Ferreira Fernandes
2003	C	`conf`	Application of the SHALSTAB model for mapping susceptible landslide areas in mine zone (Quadrilátero Ferrífero in southeast Brazil). IGARSS Renato Fontes Guimarães, V. M. Ramos, André Luciancenov Redivo, Roberto Arnaldo Trancoso Gomes, Nelson Ferreira Fernandes, Osmar Abílio de Carvalho Jr.